Overview

Brought to you by YData

Dataset statistics

Number of variables	21
Number of observations	187531
Missing cells	1074764
Missing cells (%)	27.3%
Duplicate rows	0
Duplicate rows (%)	0.0%
Total size in memory	30.0 MiB
Average record size in memory	168.0 B

Variable types

Numeric	2
Text	9
Categorical	8
Unsupported	2

Alerts

`Status` has constant value "Ready to Move"	Constant
`Transaction` is highly imbalanced (59.6%)	Imbalance
`Ownership` is highly imbalanced (74.4%)	Imbalance
`Description` has 3023 (1.6%) missing values	Missing
`Price (in rupees)` has 17665 (9.4%) missing values	Missing
`Carpet Area` has 80673 (43.0%) missing values	Missing
`Floor` has 7077 (3.8%) missing values	Missing
`Furnishing` has 2897 (1.5%) missing values	Missing
`facing` has 70233 (37.5%) missing values	Missing
`overlooking` has 81436 (43.4%) missing values	Missing
`Society` has 109678 (58.5%) missing values	Missing
`Balcony` has 48935 (26.1%) missing values	Missing
`Car Parking` has 103357 (55.1%) missing values	Missing
`Ownership` has 65517 (34.9%) missing values	Missing
`Super Area` has 107685 (57.4%) missing values	Missing
`Dimensions` has 187531 (100.0%) missing values	Missing
`Plot Area` has 187531 (100.0%) missing values	Missing
`Price (in rupees)` is highly skewed (γ1 = 177.1133698)	Skewed
`Index` is uniformly distributed	Uniform
`Index` has unique values	Unique
`Dimensions` is an unsupported type, check if it needs cleaning or further analysis	Unsupported
`Plot Area` is an unsupported type, check if it needs cleaning or further analysis	Unsupported

Reproduction

Analysis started	2025-09-15 04:59:09.865953
Analysis finished	2025-09-15 04:59:20.834484
Duration	10.97 seconds
Software version	ydata-profiling vv4.16.1
Download configuration	config.json

Index
Real number (ℝ)

Uniform Unique

Distinct	187531
Distinct (%)	100.0%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	93765

Minimum	0
Maximum	187530
Zeros	1
Zeros (%)	< 0.1%
Negative	0
Negative (%)	0.0%
Memory size	1.4 MiB

Quantile statistics

Minimum	0
5-th percentile	9376.5
Q1	46882.5
median	93765
Q3	140647.5
95-th percentile	178153.5
Maximum	187530
Range	187530
Interquartile range (IQR)	93765

Descriptive statistics

Standard deviation	54135.681
Coefficient of variation (CV)	0.57735489
Kurtosis	-1.2
Mean	93765
Median Absolute Deviation (MAD)	46883
Skewness	0
Sum	1.7583844 × 10¹⁰
Variance	2.930672 × 10⁹
Monotonicity	Strictly increasing

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0	1	< 0.1%
125013	1	< 0.1%
125015	1	< 0.1%
125016	1	< 0.1%
125017	1	< 0.1%
125018	1	< 0.1%
125019	1	< 0.1%
125020	1	< 0.1%
125021	1	< 0.1%
125022	1	< 0.1%
Other values (187521)	187521	> 99.9%

Value	Count	Frequency (%)
0	1	< 0.1%
1	1	< 0.1%
2	1	< 0.1%
3	1	< 0.1%
4	1	< 0.1%
5	1	< 0.1%
6	1	< 0.1%
7	1	< 0.1%
8	1	< 0.1%
9	1	< 0.1%

Value	Count	Frequency (%)
187530	1	< 0.1%
187529	1	< 0.1%
187528	1	< 0.1%
187527	1	< 0.1%
187526	1	< 0.1%
187525	1	< 0.1%
187524	1	< 0.1%
187523	1	< 0.1%
187522	1	< 0.1%
187521	1	< 0.1%

Title
Text

Distinct	32446
Distinct (%)	17.3%
Missing	0
Missing (%)	0.0%
Memory size	1.4 MiB

Length

Max length	168
Median length	124
Mean length	61.897702
Min length	29

Characters and Unicode

Total characters	11607738
Distinct characters	79
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	20487 ?
Unique (%)	10.9%

Sample

1st row	1 BHK Ready to Occupy Flat for sale in Srushti Siddhi Mangal Murti Complex Bhiwandi
2nd row	2 BHK Ready to Occupy Flat for sale in Dosti Vihar Pokhran Road
3rd row	2 BHK Ready to Occupy Flat for sale in Sunrise by Kalpataru Kolshet Road
4th row	1 BHK Ready to Occupy Flat for sale Kasheli
5th row	2 BHK Ready to Occupy Flat for sale in TenX Habitat Raymond Realty Pokhran Road

Value	Count	Frequency (%)
for	187534	8.2%
sale	187534	8.2%
flat	187508	8.1%
to	186628	8.1%
bhk	186615	8.1%
ready	186612	8.1%
occupy	186610	8.1%
in	108582	4.7%
3	82217	3.6%
2	80970	3.5%
Other values (14988)	719905	31.3%

Most occurring characters

Value	Count	Frequency (%)
	2114375	18.2%
a	1172416	10.1%
e	645368	5.6%
t	568540	4.9%
o	566068	4.9%
l	515312	4.4%
r	496664	4.3%
c	442666	3.8%
y	436497	3.8%
i	316826	2.7%
Other values (69)	4333006	37.3%

Most occurring categories

Value	Count	Frequency (%)
(unknown)	11607738	100.0%

Most frequent character per category

(unknown)

Value	Count	Frequency (%)
	2114375	18.2%
a	1172416	10.1%
e	645368	5.6%
t	568540	4.9%
o	566068	4.9%
l	515312	4.4%
r	496664	4.3%
c	442666	3.8%
y	436497	3.8%
i	316826	2.7%
Other values (69)	4333006	37.3%

Most occurring scripts

Value	Count	Frequency (%)
(unknown)	11607738	100.0%

Most frequent character per script

(unknown)

Value	Count	Frequency (%)
	2114375	18.2%
a	1172416	10.1%
e	645368	5.6%
t	568540	4.9%
o	566068	4.9%
l	515312	4.4%
r	496664	4.3%
c	442666	3.8%
y	436497	3.8%
i	316826	2.7%
Other values (69)	4333006	37.3%

Most occurring blocks

Value	Count	Frequency (%)
(unknown)	11607738	100.0%

Most frequent character per block

(unknown)

Value	Count	Frequency (%)
	2114375	18.2%
a	1172416	10.1%
e	645368	5.6%
t	568540	4.9%
o	566068	4.9%
l	515312	4.4%
r	496664	4.3%
c	442666	3.8%
y	436497	3.8%
i	316826	2.7%
Other values (69)	4333006	37.3%

Description
Text

Missing

Distinct	65634
Distinct (%)	35.6%
Missing	3023
Missing (%)	1.6%
Memory size	1.4 MiB

Length

Max length	3422
Median length	1587
Mean length	377.70668
Min length	5

Characters and Unicode

Total characters	69689904
Distinct characters	103
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	62686 ?
Unique (%)	34.0%

Sample

1st row	Bhiwandi, Thane has an attractive 1 BHK Flat for sale. The property is ideally located in a strategic location in Srushti Siddhi Mangal Murti Complex township. This flat for resale is a choice property. This apartment ready to move in the Bhiwandi is available for an attractive price of INR 42 Lac. You will find it unfurnished.
2nd row	One can find this stunning 2 BHK flat for sale in Pokhran Road, Thane. It enjoys an excellent location within the Dosti Vihar. This flat for resale is a choice property. This ready to move flat in Pokhran Road can be availed at a reasonable price of INR 98 Lac. This semi-furnished flat is strategically designed with all the amenities to enhance the living experience. The property is strategically placed near prominent places as near singhaniya school which make for the smooth living of residents.
3rd row	Up for immediate sale is a 2 BHK apartment in Kolshet Road, Thane. Don't miss this bargain flat for sale. Situated in the Sunrise By Kalpataru township, it has a prime location. This flat for resale has a desirable location. You can buy this ready to move flat in Kolshet Road at a reasonable price of INR 1.40 Cr. This unfurnished flat is strategically designed with all the amenities to enhance the living experience. Landmarks near the apartment include pokhran road no 2.
4th row	This beautiful 1 BHK Flat is available for sale in Kasheli, Thane. This flat for resale has a desirable location. This ready to move flat is offered at an economical price of INR 25 Lac. You will find it unfurnished.
5th row	This lovely 2 BHK Flat in Pokhran Road, Thane is up for sale. This flat is situated in the Tenx Habitat Raymond Realty township and is equipped with premium facilities. This flat is an attractive property for resale. You can buy this ready to move flat in Pokhran Road at a reasonable price of INR 1.60 Cr. You will find it unfurnished. Some of the landmarks in the vicinity include pokhran road 2.

Value	Count	Frequency (%)
is	653794	5.3%
flat	542721	4.4%
this	542421	4.4%
in	522929	4.3%
the	521136	4.3%
for	451080	3.7%
a	320506	2.6%
of	318987	2.6%
to	277296	2.3%
sale	237502	1.9%
Other values (31280)	7866348	64.2%

Most occurring characters

Value	Count	Frequency (%)
	12053677	17.3%
a	6309174	9.1%
e	5617920	8.1%
i	4773206	6.8%
t	4120896	5.9%
r	3489051	5.0%
s	3427620	4.9%
o	3336188	4.8%
n	3104122	4.5%
l	2964529	4.3%
Other values (93)	20493521	29.4%

Most occurring categories

Value	Count	Frequency (%)
(unknown)	69689904	100.0%

Most frequent character per category

(unknown)

Value	Count	Frequency (%)
	12053677	17.3%
a	6309174	9.1%
e	5617920	8.1%
i	4773206	6.8%
t	4120896	5.9%
r	3489051	5.0%
s	3427620	4.9%
o	3336188	4.8%
n	3104122	4.5%
l	2964529	4.3%
Other values (93)	20493521	29.4%

Most occurring scripts

Value	Count	Frequency (%)
(unknown)	69689904	100.0%

Most frequent character per script

(unknown)

Value	Count	Frequency (%)
	12053677	17.3%
a	6309174	9.1%
e	5617920	8.1%
i	4773206	6.8%
t	4120896	5.9%
r	3489051	5.0%
s	3427620	4.9%
o	3336188	4.8%
n	3104122	4.5%
l	2964529	4.3%
Other values (93)	20493521	29.4%

Most occurring blocks

Value	Count	Frequency (%)
(unknown)	69689904	100.0%

Most frequent character per block

(unknown)

Value	Count	Frequency (%)
	12053677	17.3%
a	6309174	9.1%
e	5617920	8.1%
i	4773206	6.8%
t	4120896	5.9%
r	3489051	5.0%
s	3427620	4.9%
o	3336188	4.8%
n	3104122	4.5%
l	2964529	4.3%
Other values (93)	20493521	29.4%

Amount(in rupees)
Text

Distinct	1561
Distinct (%)	0.8%
Missing	0
Missing (%)	0.0%
Memory size	1.4 MiB

Length

Max length	14
Median length	7
Mean length	7.8351313
Min length	5

Characters and Unicode

Total characters	1469330
Distinct characters	23
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	218 ?
Unique (%)	0.1%

Sample

1st row	42 Lac
2nd row	98 Lac
3rd row	1.40 Cr
4th row	25 Lac
5th row	1.60 Cr

Value	Count	Frequency (%)
lac	112568	29.3%
cr	65279	17.0%
call	9684	2.5%
for	9684	2.5%
price	9684	2.5%
85	5264	1.4%
65	4229	1.1%
60	3870	1.0%
70	3801	1.0%
35	3369	0.9%
Other values (1516)	157314	40.9%

Most occurring characters

Value	Count	Frequency (%)
	375062	25.5%
c	122252	8.3%
a	122252	8.3%
L	112568	7.7%
r	84647	5.8%
.	78625	5.4%
5	78308	5.3%
C	74963	5.1%
1	59931	4.1%
2	54540	3.7%
Other values (13)	306182	20.8%

Most occurring categories

Value	Count	Frequency (%)
(unknown)	1469330	100.0%

Most frequent character per category

(unknown)

Value	Count	Frequency (%)
	375062	25.5%
c	122252	8.3%
a	122252	8.3%
L	112568	7.7%
r	84647	5.8%
.	78625	5.4%
5	78308	5.3%
C	74963	5.1%
1	59931	4.1%
2	54540	3.7%
Other values (13)	306182	20.8%

Most occurring scripts

Value	Count	Frequency (%)
(unknown)	1469330	100.0%

Most frequent character per script

(unknown)

Value	Count	Frequency (%)
	375062	25.5%
c	122252	8.3%
a	122252	8.3%
L	112568	7.7%
r	84647	5.8%
.	78625	5.4%
5	78308	5.3%
C	74963	5.1%
1	59931	4.1%
2	54540	3.7%
Other values (13)	306182	20.8%

Most occurring blocks

Value	Count	Frequency (%)
(unknown)	1469330	100.0%

Most frequent character per block

(unknown)

Value	Count	Frequency (%)
	375062	25.5%
c	122252	8.3%
a	122252	8.3%
L	112568	7.7%
r	84647	5.8%
.	78625	5.4%
5	78308	5.3%
C	74963	5.1%
1	59931	4.1%
2	54540	3.7%
Other values (13)	306182	20.8%

Price (in rupees)
Real number (ℝ)

Missing Skewed

Distinct	10958
Distinct (%)	6.5%
Missing	17665
Missing (%)	9.4%
Infinite	0
Infinite (%)	0.0%
Mean	7583.7719

Minimum	0
Maximum	6700000
Zeros	11
Zeros (%)	< 0.1%
Negative	0
Negative (%)	0.0%
Memory size	1.4 MiB

Quantile statistics

Minimum	0
5-th percentile	3000
Q1	4297
median	6034
Q3	9450
95-th percentile	16111
Maximum	6700000
Range	6700000
Interquartile range (IQR)	5153

Descriptive statistics

Standard deviation	27241.706
Coefficient of variation (CV)	3.5921051
Kurtosis	35039.49
Mean	7583.7719
Median Absolute Deviation (MAD)	2034
Skewness	177.11337
Sum	1.288225 × 10⁹
Variance	7.4211054 × 10⁸
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
4000	2463	1.3%
5000	2286	1.2%
10000	2273	1.2%
3200	1479	0.8%
18000	1420	0.8%
6522	1241	0.7%
6000	1203	0.6%
6667	1076	0.6%
11056	953	0.5%
5333	909	0.5%
Other values (10948)	154563	82.4%
(Missing)	17665	9.4%

Value	Count	Frequency (%)
0	11	< 0.1%
1	3	< 0.1%
4	2	< 0.1%
7	1	< 0.1%
17	1	< 0.1%
21	1	< 0.1%
48	1	< 0.1%
80	1	< 0.1%
86	1	< 0.1%
95	1	< 0.1%

Value	Count	Frequency (%)
6700000	1	< 0.1%
4500000	2	< 0.1%
4041600	1	< 0.1%
3450000	1	< 0.1%
2669100	1	< 0.1%
1200000	1	< 0.1%
322727	1	< 0.1%
291667	1	< 0.1%
282609	1	< 0.1%
197183	1	< 0.1%

location
Text

Distinct	81
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	1.4 MiB

Length

Max length	13
Median length	11
Mean length	7.9829148
Min length	3

Characters and Unicode

Total characters	1497044
Distinct characters	25
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	thane
2nd row	thane
3rd row	thane
4th row	thane
5th row	thane

Value	Count	Frequency (%)
new-delhi	27599	14.7%
bangalore	24030	12.8%
kolkata	22380	11.9%
gurgaon	20070	10.7%
ahmedabad	12750	6.8%
hyderabad	12300	6.6%
chennai	10500	5.6%
jaipur	8490	4.5%
greater-noida	4710	2.5%
faridabad	3840	2.0%
Other values (71)	40862	21.8%

Most occurring characters

Value	Count	Frequency (%)
a	274999	18.4%
e	132316	8.8%
n	117101	7.8%
d	105261	7.0%
r	100152	6.7%
o	83220	5.6%
h	81005	5.4%
l	80636	5.4%
i	78566	5.2%
g	76825	5.1%
Other values (15)	366963	24.5%

Most occurring categories

Value	Count	Frequency (%)
(unknown)	1497044	100.0%

Most frequent character per category

(unknown)

Value	Count	Frequency (%)
a	274999	18.4%
e	132316	8.8%
n	117101	7.8%
d	105261	7.0%
r	100152	6.7%
o	83220	5.6%
h	81005	5.4%
l	80636	5.4%
i	78566	5.2%
g	76825	5.1%
Other values (15)	366963	24.5%

Most occurring scripts

Value	Count	Frequency (%)
(unknown)	1497044	100.0%

Most frequent character per script

(unknown)

Value	Count	Frequency (%)
a	274999	18.4%
e	132316	8.8%
n	117101	7.8%
d	105261	7.0%
r	100152	6.7%
o	83220	5.6%
h	81005	5.4%
l	80636	5.4%
i	78566	5.2%
g	76825	5.1%
Other values (15)	366963	24.5%

Most occurring blocks

Value	Count	Frequency (%)
(unknown)	1497044	100.0%

Most frequent character per block

(unknown)

Value	Count	Frequency (%)
a	274999	18.4%
e	132316	8.8%
n	117101	7.8%
d	105261	7.0%
r	100152	6.7%
o	83220	5.6%
h	81005	5.4%
l	80636	5.4%
i	78566	5.2%
g	76825	5.1%
Other values (15)	366963	24.5%

Carpet Area
Text

Missing

Distinct	2758
Distinct (%)	2.6%
Missing	80673
Missing (%)	43.0%
Memory size	1.4 MiB

Length

Max length	11
Median length	9
Mean length	8.5526025
Min length	6

Characters and Unicode

Total characters	913914
Distinct characters	31
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	809 ?
Unique (%)	0.8%

Sample

1st row	500 sqft
2nd row	473 sqft
3rd row	779 sqft
4th row	530 sqft
5th row	635 sqft

Value	Count	Frequency (%)
sqft	100428	47.0%
sqyrd	5526	2.6%
1000	5288	2.5%
900	4651	2.2%
1300	3457	1.6%
1600	2753	1.3%
600	2227	1.0%
1500	2154	1.0%
950	1941	0.9%
1250	1675	0.8%
Other values (2472)	83616	39.1%

Most occurring characters

Value	Count	Frequency (%)
0	127945	14.0%
	106858	11.7%
s	106848	11.7%
q	106848	11.7%
t	100429	11.0%
f	100428	11.0%
1	64297	7.0%
5	41382	4.5%
7	22572	2.5%
8	21012	2.3%
Other values (21)	115295	12.6%

Most occurring categories

Value	Count	Frequency (%)
(unknown)	913914	100.0%

Most frequent character per category

(unknown)

Value	Count	Frequency (%)
0	127945	14.0%
	106858	11.7%
s	106848	11.7%
q	106848	11.7%
t	100429	11.0%
f	100428	11.0%
1	64297	7.0%
5	41382	4.5%
7	22572	2.5%
8	21012	2.3%
Other values (21)	115295	12.6%

Most occurring scripts

Value	Count	Frequency (%)
(unknown)	913914	100.0%

Most frequent character per script

(unknown)

Value	Count	Frequency (%)
0	127945	14.0%
	106858	11.7%
s	106848	11.7%
q	106848	11.7%
t	100429	11.0%
f	100428	11.0%
1	64297	7.0%
5	41382	4.5%
7	22572	2.5%
8	21012	2.3%
Other values (21)	115295	12.6%

Most occurring blocks

Value	Count	Frequency (%)
(unknown)	913914	100.0%

Most frequent character per block

(unknown)

Value	Count	Frequency (%)
0	127945	14.0%
	106858	11.7%
s	106848	11.7%
q	106848	11.7%
t	100429	11.0%
f	100428	11.0%
1	64297	7.0%
5	41382	4.5%
7	22572	2.5%
8	21012	2.3%
Other values (21)	115295	12.6%

Status
Categorical

Constant

Distinct	1
Distinct (%)	< 0.1%
Missing	615
Missing (%)	0.3%
Memory size	1.4 MiB

Ready to Move	186916

Length

Max length	13
Median length	13
Mean length	13
Min length	13

Characters and Unicode

Total characters	2429908
Distinct characters	10
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	Ready to Move
2nd row	Ready to Move
3rd row	Ready to Move
4th row	Ready to Move
5th row	Ready to Move

Common Values

Value	Count	Frequency (%)
Ready to Move	186916	99.7%
(Missing)	615	0.3%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
ready	186916	33.3%
to	186916	33.3%
move	186916	33.3%

Most occurring characters

Value	Count	Frequency (%)
e	373832	15.4%
	373832	15.4%
o	373832	15.4%
R	186916	7.7%
a	186916	7.7%
d	186916	7.7%
y	186916	7.7%
t	186916	7.7%
M	186916	7.7%
v	186916	7.7%

Most occurring categories

Value	Count	Frequency (%)
(unknown)	2429908	100.0%

Most frequent character per category

(unknown)

Value	Count	Frequency (%)
e	373832	15.4%
	373832	15.4%
o	373832	15.4%
R	186916	7.7%
a	186916	7.7%
d	186916	7.7%
y	186916	7.7%
t	186916	7.7%
M	186916	7.7%
v	186916	7.7%

Most occurring scripts

Value	Count	Frequency (%)
(unknown)	2429908	100.0%

Most frequent character per script

(unknown)

Value	Count	Frequency (%)
e	373832	15.4%
	373832	15.4%
o	373832	15.4%
R	186916	7.7%
a	186916	7.7%
d	186916	7.7%
y	186916	7.7%
t	186916	7.7%
M	186916	7.7%
v	186916	7.7%

Most occurring blocks

Value	Count	Frequency (%)
(unknown)	2429908	100.0%

Most frequent character per block

(unknown)

Value	Count	Frequency (%)
e	373832	15.4%
	373832	15.4%
o	373832	15.4%
R	186916	7.7%
a	186916	7.7%
d	186916	7.7%
y	186916	7.7%
t	186916	7.7%
M	186916	7.7%
v	186916	7.7%

Floor
Text

Missing

Distinct	947
Distinct (%)	0.5%
Missing	7077
Missing (%)	3.8%
Memory size	1.4 MiB

Length

Max length	24
Median length	10
Mean length	10.833243
Min length	1

Characters and Unicode

Total characters	1954902
Distinct characters	28
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	136 ?
Unique (%)	0.1%

Sample

1st row	10 out of 11
2nd row	3 out of 22
3rd row	10 out of 29
4th row	1 out of 3
5th row	20 out of 42

Value	Count	Frequency (%)
out	180405	25.0%
of	180405	25.0%
4	61758	8.6%
3	46154	6.4%
2	41709	5.8%
5	32950	4.6%
1	32937	4.6%
10	18204	2.5%
6	15944	2.2%
7	14888	2.1%
Other values (70)	96677	13.4%

Most occurring characters

Value	Count	Frequency (%)
	541577	27.7%
o	373300	19.1%
u	192759	9.9%
t	180767	9.2%
f	180405	9.2%
1	105730	5.4%
4	70703	3.6%
2	69197	3.5%
3	58181	3.0%
5	40294	2.1%
Other values (18)	141989	7.3%

Most occurring categories

Value	Count	Frequency (%)
(unknown)	1954902	100.0%

Most frequent character per category

(unknown)

Value	Count	Frequency (%)
	541577	27.7%
o	373300	19.1%
u	192759	9.9%
t	180767	9.2%
f	180405	9.2%
1	105730	5.4%
4	70703	3.6%
2	69197	3.5%
3	58181	3.0%
5	40294	2.1%
Other values (18)	141989	7.3%

Most occurring scripts

Value	Count	Frequency (%)
(unknown)	1954902	100.0%

Most frequent character per script

(unknown)

Value	Count	Frequency (%)
	541577	27.7%
o	373300	19.1%
u	192759	9.9%
t	180767	9.2%
f	180405	9.2%
1	105730	5.4%
4	70703	3.6%
2	69197	3.5%
3	58181	3.0%
5	40294	2.1%
Other values (18)	141989	7.3%

Most occurring blocks

Value	Count	Frequency (%)
(unknown)	1954902	100.0%

Most frequent character per block

(unknown)

Value	Count	Frequency (%)
	541577	27.7%
o	373300	19.1%
u	192759	9.9%
t	180767	9.2%
f	180405	9.2%
1	105730	5.4%
4	70703	3.6%
2	69197	3.5%
3	58181	3.0%
5	40294	2.1%
Other values (18)	141989	7.3%

Transaction
Categorical

Imbalance

Distinct	4
Distinct (%)	< 0.1%
Missing	83
Missing (%)	< 0.1%
Memory size	1.4 MiB

Resale	144172
New Property	42565
Other	709
Rent/Lease	2

Length

Max length	12
Median length	6
Mean length	7.3587182
Min length	5

Characters and Unicode

Total characters	1379377
Distinct characters	19
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	Resale
2nd row	Resale
3rd row	Resale
4th row	Resale
5th row	Resale

Common Values

Value	Count	Frequency (%)
Resale	144172	76.9%
New Property	42565	22.7%
Other	709	0.4%
Rent/Lease	2	< 0.1%
(Missing)	83	< 0.1%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
resale	144172	62.7%
new	42565	18.5%
property	42565	18.5%
other	709	0.3%
rent/lease	2	< 0.1%

Most occurring characters

Value	Count	Frequency (%)
e	374189	27.1%
R	144174	10.5%
s	144174	10.5%
a	144174	10.5%
l	144172	10.5%
r	85839	6.2%
t	43276	3.1%
w	42565	3.1%
	42565	3.1%
P	42565	3.1%
Other values (9)	171684	12.4%

Most occurring categories

Value	Count	Frequency (%)
(unknown)	1379377	100.0%

Most frequent character per category

(unknown)

Value	Count	Frequency (%)
e	374189	27.1%
R	144174	10.5%
s	144174	10.5%
a	144174	10.5%
l	144172	10.5%
r	85839	6.2%
t	43276	3.1%
w	42565	3.1%
	42565	3.1%
P	42565	3.1%
Other values (9)	171684	12.4%

Most occurring scripts

Value	Count	Frequency (%)
(unknown)	1379377	100.0%

Most frequent character per script

(unknown)

Value	Count	Frequency (%)
e	374189	27.1%
R	144174	10.5%
s	144174	10.5%
a	144174	10.5%
l	144172	10.5%
r	85839	6.2%
t	43276	3.1%
w	42565	3.1%
	42565	3.1%
P	42565	3.1%
Other values (9)	171684	12.4%

Most occurring blocks

Value	Count	Frequency (%)
(unknown)	1379377	100.0%

Most frequent character per block

(unknown)

Value	Count	Frequency (%)
e	374189	27.1%
R	144174	10.5%
s	144174	10.5%
a	144174	10.5%
l	144172	10.5%
r	85839	6.2%
t	43276	3.1%
w	42565	3.1%
	42565	3.1%
P	42565	3.1%
Other values (9)	171684	12.4%

Furnishing
Categorical

Missing

Distinct	3
Distinct (%)	< 0.1%
Missing	2897
Missing (%)	1.5%
Memory size	1.4 MiB

Semi-Furnished	88318
Unfurnished	76154
Furnished	20162

Length

Max length	14
Median length	11
Mean length	12.216623
Min length	9

Characters and Unicode

Total characters	2255604
Distinct characters	14
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	Unfurnished
2nd row	Semi-Furnished
3rd row	Unfurnished
4th row	Unfurnished
5th row	Unfurnished

Common Values

Value	Count	Frequency (%)
Semi-Furnished	88318	47.1%
Unfurnished	76154	40.6%
Furnished	20162	10.8%
(Missing)	2897	1.5%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
semi-furnished	88318	47.8%
unfurnished	76154	41.2%
furnished	20162	10.9%

Most occurring characters

Value	Count	Frequency (%)
e	272952	12.1%
i	272952	12.1%
n	260788	11.6%
u	184634	8.2%
r	184634	8.2%
s	184634	8.2%
h	184634	8.2%
d	184634	8.2%
F	108480	4.8%
S	88318	3.9%
Other values (4)	328944	14.6%

Most occurring categories

Value	Count	Frequency (%)
(unknown)	2255604	100.0%

Most frequent character per category

(unknown)

Value	Count	Frequency (%)
e	272952	12.1%
i	272952	12.1%
n	260788	11.6%
u	184634	8.2%
r	184634	8.2%
s	184634	8.2%
h	184634	8.2%
d	184634	8.2%
F	108480	4.8%
S	88318	3.9%
Other values (4)	328944	14.6%

Most occurring scripts

Value	Count	Frequency (%)
(unknown)	2255604	100.0%

Most frequent character per script

(unknown)

Value	Count	Frequency (%)
e	272952	12.1%
i	272952	12.1%
n	260788	11.6%
u	184634	8.2%
r	184634	8.2%
s	184634	8.2%
h	184634	8.2%
d	184634	8.2%
F	108480	4.8%
S	88318	3.9%
Other values (4)	328944	14.6%

Most occurring blocks

Value	Count	Frequency (%)
(unknown)	2255604	100.0%

Most frequent character per block

(unknown)

Value	Count	Frequency (%)
e	272952	12.1%
i	272952	12.1%
n	260788	11.6%
u	184634	8.2%
r	184634	8.2%
s	184634	8.2%
h	184634	8.2%
d	184634	8.2%
F	108480	4.8%
S	88318	3.9%
Other values (4)	328944	14.6%

facing
Categorical

Missing

Distinct	8
Distinct (%)	< 0.1%
Missing	70233
Missing (%)	37.5%
Memory size	1.4 MiB

East	54741
North - East	24220
North	16533
West	8574
South	4694
Other values (3)	8536

Length

Max length	12
Median length	4
Mean length	6.3973469
Min length	4

Characters and Unicode

Total characters	750396
Distinct characters	14
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	East
2nd row	East
3rd row	West
4th row	East
5th row	East

Common Values

Value	Count	Frequency (%)
East	54741	29.2%
North - East	24220	12.9%
North	16533	8.8%
West	8574	4.6%
South	4694	2.5%
North - West	3843	2.0%
South - East	2622	1.4%
South -West	2071	1.1%
(Missing)	70233	37.5%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
east	81583	45.1%
north	44596	24.7%
	30685	17.0%
west	14488	8.0%
south	9387	5.2%

Most occurring characters

Value	Count	Frequency (%)
t	150054	20.0%
s	96071	12.8%
E	81583	10.9%
a	81583	10.9%
	63441	8.5%
o	53983	7.2%
h	53983	7.2%
N	44596	5.9%
r	44596	5.9%
-	32756	4.4%
Other values (4)	47750	6.4%

Most occurring categories

Value	Count	Frequency (%)
(unknown)	750396	100.0%

Most frequent character per category

(unknown)

Value	Count	Frequency (%)
t	150054	20.0%
s	96071	12.8%
E	81583	10.9%
a	81583	10.9%
	63441	8.5%
o	53983	7.2%
h	53983	7.2%
N	44596	5.9%
r	44596	5.9%
-	32756	4.4%
Other values (4)	47750	6.4%

Most occurring scripts

Value	Count	Frequency (%)
(unknown)	750396	100.0%

Most frequent character per script

(unknown)

Value	Count	Frequency (%)
t	150054	20.0%
s	96071	12.8%
E	81583	10.9%
a	81583	10.9%
	63441	8.5%
o	53983	7.2%
h	53983	7.2%
N	44596	5.9%
r	44596	5.9%
-	32756	4.4%
Other values (4)	47750	6.4%

Most occurring blocks

Value	Count	Frequency (%)
(unknown)	750396	100.0%

Most frequent character per block

(unknown)

Value	Count	Frequency (%)
t	150054	20.0%
s	96071	12.8%
E	81583	10.9%
a	81583	10.9%
	63441	8.5%
o	53983	7.2%
h	53983	7.2%
N	44596	5.9%
r	44596	5.9%
-	32756	4.4%
Other values (4)	47750	6.4%

overlooking
Categorical

Missing

Distinct	19
Distinct (%)	< 0.1%
Missing	81436
Missing (%)	43.4%
Memory size	1.4 MiB

Main Road	32193
Garden/Park, Main Road	27238
Garden/Park	23077
Garden/Park, Pool, Main Road	12413
Pool, Garden/Park, Main Road	3615
Other values (14)	7559

Length

Max length	43
Median length	30
Mean length	16.24577
Min length	4

Characters and Unicode

Total characters	1723595
Distinct characters	21
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	3 ?
Unique (%)	< 0.1%

Sample

1st row	Garden/Park
2nd row	Garden/Park
3rd row	Garden/Park, Main Road
4th row	Garden/Park, Main Road
5th row	Garden/Park

Common Values

Value	Count	Frequency (%)
Main Road	32193	17.2%
Garden/Park, Main Road	27238	14.5%
Garden/Park	23077	12.3%
Garden/Park, Pool, Main Road	12413	6.6%
Pool, Garden/Park, Main Road	3615	1.9%
Garden/Park, Pool	2880	1.5%
Main Road, Garden/Park, Pool	1359	0.7%
Pool, Main Road	1136	0.6%
Pool	1012	0.5%
Main Road, Garden/Park	666	0.4%
Other values (9)	506	0.3%
(Missing)	81436	43.4%

Length

Histogram of lengths of the category

Value	Count	Frequency (%)
main	78690	31.2%
road	78690	31.2%
garden/park	71738	28.5%
pool	22916	9.1%
not	7	< 0.1%
available	7	< 0.1%

Most occurring characters

Value	Count	Frequency (%)
a	300870	17.5%
n	150428	8.7%
d	150428	8.7%
	145953	8.5%
r	143476	8.3%
o	124529	7.2%
P	94654	5.5%
i	78697	4.6%
M	78690	4.6%
R	78690	4.6%
Other values (11)	377180	21.9%

Most occurring categories

Value	Count	Frequency (%)
(unknown)	1723595	100.0%

Most frequent character per category

(unknown)

Value	Count	Frequency (%)
a	300870	17.5%
n	150428	8.7%
d	150428	8.7%
	145953	8.5%
r	143476	8.3%
o	124529	7.2%
P	94654	5.5%
i	78697	4.6%
M	78690	4.6%
R	78690	4.6%
Other values (11)	377180	21.9%

Most occurring scripts

Value	Count	Frequency (%)
(unknown)	1723595	100.0%

Most frequent character per script

(unknown)

Value	Count	Frequency (%)
a	300870	17.5%
n	150428	8.7%
d	150428	8.7%
	145953	8.5%
r	143476	8.3%
o	124529	7.2%
P	94654	5.5%
i	78697	4.6%
M	78690	4.6%
R	78690	4.6%
Other values (11)	377180	21.9%

Most occurring blocks

Value	Count	Frequency (%)
(unknown)	1723595	100.0%

Most frequent character per block

(unknown)

Value	Count	Frequency (%)
a	300870	17.5%
n	150428	8.7%
d	150428	8.7%
	145953	8.5%
r	143476	8.3%
o	124529	7.2%
P	94654	5.5%
i	78697	4.6%
M	78690	4.6%
R	78690	4.6%
Other values (11)	377180	21.9%

Society
Text

Missing

Distinct	10376
Distinct (%)	13.3%
Missing	109678
Missing (%)	58.5%
Memory size	1.4 MiB

Length

Max length	59
Median length	48
Mean length	16.441434
Min length	3

Characters and Unicode

Total characters	1280015
Distinct characters	71
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	5147 ?
Unique (%)	6.6%

Sample

1st row	Srushti Siddhi Mangal Murti Complex
2nd row	Dosti Vihar
3rd row	Sunrise by Kalpataru
4th row	TenX Habitat Raymond Realty
5th row	Virat Aangan

Value	Count	Frequency (%)
apartment	8714	4.4%
apartments	4144	2.1%
city	3543	1.8%
park	3537	1.8%
heights	2986	1.5%
dlf	2778	1.4%
town	2646	1.3%
residency	2187	1.1%
garden	2030	1.0%
2	1985	1.0%
Other values (6532)	165229	82.7%

Most occurring characters

Value	Count	Frequency (%)
a	142599	11.1%
	121926	9.5%
e	98550	7.7%
r	82421	6.4%
i	71063	5.6%
t	70176	5.5%
n	68936	5.4%
s	49131	3.8%
o	42461	3.3%
m	41142	3.2%
Other values (61)	491610	38.4%

Most occurring categories

Value	Count	Frequency (%)
(unknown)	1280015	100.0%

Most frequent character per category

(unknown)

Value	Count	Frequency (%)
a	142599	11.1%
	121926	9.5%
e	98550	7.7%
r	82421	6.4%
i	71063	5.6%
t	70176	5.5%
n	68936	5.4%
s	49131	3.8%
o	42461	3.3%
m	41142	3.2%
Other values (61)	491610	38.4%

Most occurring scripts

Value	Count	Frequency (%)
(unknown)	1280015	100.0%

Most frequent character per script

(unknown)

Value	Count	Frequency (%)
a	142599	11.1%
	121926	9.5%
e	98550	7.7%
r	82421	6.4%
i	71063	5.6%
t	70176	5.5%
n	68936	5.4%
s	49131	3.8%
o	42461	3.3%
m	41142	3.2%
Other values (61)	491610	38.4%

Most occurring blocks

Value	Count	Frequency (%)
(unknown)	1280015	100.0%

Most frequent character per block

(unknown)

Value	Count	Frequency (%)
a	142599	11.1%
	121926	9.5%
e	98550	7.7%
r	82421	6.4%
i	71063	5.6%
t	70176	5.5%
n	68936	5.4%
s	49131	3.8%
o	42461	3.3%
m	41142	3.2%
Other values (61)	491610	38.4%

Bathroom
Categorical

Distinct	11
Distinct (%)	< 0.1%
Missing	828
Missing (%)	0.4%
Memory size	1.4 MiB

2	93007
3	55781
1	18654
4	15600
5	3343
Other values (6)	318

Length

Max length	4
Median length	1
Mean length	1.0006374
Min length	1

Characters and Unicode

Total characters	186822
Distinct characters	12
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	1
2nd row	2
3rd row	2
4th row	1
5th row	2

Common Values

Value	Count	Frequency (%)
2	93007	49.6%
3	55781	29.7%
1	18654	9.9%
4	15600	8.3%
5	3343	1.8%
6	209	0.1%
> 10	35	< 0.1%
7	35	< 0.1%
10	14	< 0.1%
8	14	< 0.1%
(Missing)	828	0.4%

Length

Histogram of lengths of the category

Value	Count	Frequency (%)
2	93007	49.8%
3	55781	29.9%
1	18654	10.0%
4	15600	8.4%
5	3343	1.8%
6	209	0.1%
10	49	< 0.1%
	35	< 0.1%
7	35	< 0.1%
8	14	< 0.1%

Most occurring characters

Value	Count	Frequency (%)
2	93007	49.8%
3	55781	29.9%
1	18703	10.0%
4	15600	8.4%
5	3343	1.8%
6	209	0.1%
0	49	< 0.1%
>	35	< 0.1%
	35	< 0.1%
7	35	< 0.1%
Other values (2)	25	< 0.1%

Most occurring categories

Value	Count	Frequency (%)
(unknown)	186822	100.0%

Most frequent character per category

(unknown)

Value	Count	Frequency (%)
2	93007	49.8%
3	55781	29.9%
1	18703	10.0%
4	15600	8.4%
5	3343	1.8%
6	209	0.1%
0	49	< 0.1%
>	35	< 0.1%
	35	< 0.1%
7	35	< 0.1%
Other values (2)	25	< 0.1%

Most occurring scripts

Value	Count	Frequency (%)
(unknown)	186822	100.0%

Most frequent character per script

(unknown)

Value	Count	Frequency (%)
2	93007	49.8%
3	55781	29.9%
1	18703	10.0%
4	15600	8.4%
5	3343	1.8%
6	209	0.1%
0	49	< 0.1%
>	35	< 0.1%
	35	< 0.1%
7	35	< 0.1%
Other values (2)	25	< 0.1%

Most occurring blocks

Value	Count	Frequency (%)
(unknown)	186822	100.0%

Most frequent character per block

(unknown)

Value	Count	Frequency (%)
2	93007	49.8%
3	55781	29.9%
1	18703	10.0%
4	15600	8.4%
5	3343	1.8%
6	209	0.1%
0	49	< 0.1%
>	35	< 0.1%
	35	< 0.1%
7	35	< 0.1%
Other values (2)	25	< 0.1%

Balcony
Categorical

Missing

Distinct	11
Distinct (%)	< 0.1%
Missing	48935
Missing (%)	26.1%
Memory size	1.4 MiB

2	51809
1	49219
3	27111
4	9420
5	841
Other values (6)	196

Length

Max length	4
Median length	1
Mean length	1.00057
Min length	1

Characters and Unicode

Total characters	138675
Distinct characters	12
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	2
2nd row	1
3rd row	1
4th row	1
5th row	1

Common Values

Value	Count	Frequency (%)
2	51809	27.6%
1	49219	26.2%
3	27111	14.5%
4	9420	5.0%
5	841	0.4%
6	132	0.1%
> 10	22	< 0.1%
7	14	< 0.1%
10	13	< 0.1%
8	13	< 0.1%
(Missing)	48935	26.1%

Length

Histogram of lengths of the category

Value	Count	Frequency (%)
2	51809	37.4%
1	49219	35.5%
3	27111	19.6%
4	9420	6.8%
5	841	0.6%
6	132	0.1%
10	35	< 0.1%
	22	< 0.1%
7	14	< 0.1%
8	13	< 0.1%

Most occurring characters

Value	Count	Frequency (%)
2	51809	37.4%
1	49254	35.5%
3	27111	19.6%
4	9420	6.8%
5	841	0.6%
6	132	0.1%
0	35	< 0.1%
>	22	< 0.1%
	22	< 0.1%
7	14	< 0.1%
Other values (2)	15	< 0.1%

Most occurring categories

Value	Count	Frequency (%)
(unknown)	138675	100.0%

Most frequent character per category

(unknown)

Value	Count	Frequency (%)
2	51809	37.4%
1	49254	35.5%
3	27111	19.6%
4	9420	6.8%
5	841	0.6%
6	132	0.1%
0	35	< 0.1%
>	22	< 0.1%
	22	< 0.1%
7	14	< 0.1%
Other values (2)	15	< 0.1%

Most occurring scripts

Value	Count	Frequency (%)
(unknown)	138675	100.0%

Most frequent character per script

(unknown)

Value	Count	Frequency (%)
2	51809	37.4%
1	49254	35.5%
3	27111	19.6%
4	9420	6.8%
5	841	0.6%
6	132	0.1%
0	35	< 0.1%
>	22	< 0.1%
	22	< 0.1%
7	14	< 0.1%
Other values (2)	15	< 0.1%

Most occurring blocks

Value	Count	Frequency (%)
(unknown)	138675	100.0%

Most frequent character per block

(unknown)

Value	Count	Frequency (%)
2	51809	37.4%
1	49254	35.5%
3	27111	19.6%
4	9420	6.8%
5	841	0.6%
6	132	0.1%
0	35	< 0.1%
>	22	< 0.1%
	22	< 0.1%
7	14	< 0.1%
Other values (2)	15	< 0.1%

Car Parking
Text

Missing

Distinct	229
Distinct (%)	0.3%
Missing	103357
Missing (%)	55.1%
Memory size	1.4 MiB

Length

Max length	12
Median length	9
Mean length	8.8736189
Min length	6

Characters and Unicode

Total characters	746928
Distinct characters	21
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	122 ?
Unique (%)	0.1%

Sample

1st row	1 Open
2nd row	1 Covered
3rd row	1 Covered
4th row	1 Covered
5th row	1 Open

Value	Count	Frequency (%)
covered	72648	43.2%
1	63618	37.8%
2	17258	10.3%
open	11526	6.8%
10	871	0.5%
3	585	0.3%
34	573	0.3%
402	318	0.2%
8	215	0.1%
4	172	0.1%
Other values (148)	564	0.3%

Most occurring characters

Value	Count	Frequency (%)
e	156822	21.0%
	84174	11.3%
C	72648	9.7%
o	72648	9.7%
v	72648	9.7%
r	72648	9.7%
d	72648	9.7%
1	64739	8.7%
,	21194	2.8%
2	17740	2.4%
Other values (11)	39019	5.2%

Most occurring categories

Value	Count	Frequency (%)
(unknown)	746928	100.0%

Most frequent character per category

(unknown)

Value	Count	Frequency (%)
e	156822	21.0%
	84174	11.3%
C	72648	9.7%
o	72648	9.7%
v	72648	9.7%
r	72648	9.7%
d	72648	9.7%
1	64739	8.7%
,	21194	2.8%
2	17740	2.4%
Other values (11)	39019	5.2%

Most occurring scripts

Value	Count	Frequency (%)
(unknown)	746928	100.0%

Most frequent character per script

(unknown)

Value	Count	Frequency (%)
e	156822	21.0%
	84174	11.3%
C	72648	9.7%
o	72648	9.7%
v	72648	9.7%
r	72648	9.7%
d	72648	9.7%
1	64739	8.7%
,	21194	2.8%
2	17740	2.4%
Other values (11)	39019	5.2%

Most occurring blocks

Value	Count	Frequency (%)
(unknown)	746928	100.0%

Most frequent character per block

(unknown)

Value	Count	Frequency (%)
e	156822	21.0%
	84174	11.3%
C	72648	9.7%
o	72648	9.7%
v	72648	9.7%
r	72648	9.7%
d	72648	9.7%
1	64739	8.7%
,	21194	2.8%
2	17740	2.4%
Other values (11)	39019	5.2%

Ownership
Categorical

Imbalance Missing

Distinct	4
Distinct (%)	< 0.1%
Missing	65517
Missing (%)	34.9%
Memory size	1.4 MiB

Freehold	112229
Leasehold	5285
Co-operative Society	3431
Power Of Attorney	1069

Length

Max length	20
Median length	8
Mean length	8.459603
Min length	8

Characters and Unicode

Total characters	1032190
Distinct characters	26
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	Freehold
2nd row	Freehold
3rd row	Co-operative Society
4th row	Co-operative Society
5th row	Co-operative Society

Common Values

Value	Count	Frequency (%)
Freehold	112229	59.8%
Leasehold	5285	2.8%
Co-operative Society	3431	1.8%
Power Of Attorney	1069	0.6%
(Missing)	65517	34.9%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
freehold	112229	88.0%
leasehold	5285	4.1%
co-operative	3431	2.7%
society	3431	2.7%
power	1069	0.8%
of	1069	0.8%
attorney	1069	0.8%

Most occurring characters

Value	Count	Frequency (%)
e	247459	24.0%
o	129945	12.6%
r	117798	11.4%
h	117514	11.4%
l	117514	11.4%
d	117514	11.4%
F	112229	10.9%
t	9000	0.9%
a	8716	0.8%
i	6862	0.7%
Other values (16)	47639	4.6%

Most occurring categories

Value	Count	Frequency (%)
(unknown)	1032190	100.0%

Most frequent character per category

(unknown)

Value	Count	Frequency (%)
e	247459	24.0%
o	129945	12.6%
r	117798	11.4%
h	117514	11.4%
l	117514	11.4%
d	117514	11.4%
F	112229	10.9%
t	9000	0.9%
a	8716	0.8%
i	6862	0.7%
Other values (16)	47639	4.6%

Most occurring scripts

Value	Count	Frequency (%)
(unknown)	1032190	100.0%

Most frequent character per script

(unknown)

Value	Count	Frequency (%)
e	247459	24.0%
o	129945	12.6%
r	117798	11.4%
h	117514	11.4%
l	117514	11.4%
d	117514	11.4%
F	112229	10.9%
t	9000	0.9%
a	8716	0.8%
i	6862	0.7%
Other values (16)	47639	4.6%

Most occurring blocks

Value	Count	Frequency (%)
(unknown)	1032190	100.0%

Most frequent character per block

(unknown)

Value	Count	Frequency (%)
e	247459	24.0%
o	129945	12.6%
r	117798	11.4%
h	117514	11.4%
l	117514	11.4%
d	117514	11.4%
F	112229	10.9%
t	9000	0.9%
a	8716	0.8%
i	6862	0.7%
Other values (16)	47639	4.6%

Super Area
Text

Missing

Distinct	2976
Distinct (%)	3.7%
Missing	107685
Missing (%)	57.4%
Memory size	1.4 MiB

Length

Max length	14
Median length	9
Mean length	8.7352278
Min length	6

Characters and Unicode

Total characters	697473
Distinct characters	33
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	830 ?
Unique (%)	1.0%

Sample

1st row	680 sqft
2nd row	575 sqft
3rd row	600 sqft
4th row	1165 sqft
5th row	844 sqft

Value	Count	Frequency (%)
sqft	75406	47.2%
sqyrd	3547	2.2%
1100	2599	1.6%
1332	2111	1.3%
1500	2018	1.3%
500	1681	1.1%
1000	1361	0.9%
1450	1023	0.6%
1300	1007	0.6%
1850	941	0.6%
Other values (2756)	67998	42.6%

Most occurring characters

Value	Count	Frequency (%)
	79846	11.4%
s	79827	11.4%
q	79826	11.4%
t	75408	10.8%
f	75406	10.8%
0	72558	10.4%
1	70386	10.1%
5	33951	4.9%
2	20240	2.9%
3	19067	2.7%
Other values (23)	90958	13.0%

Most occurring categories

Value	Count	Frequency (%)
(unknown)	697473	100.0%

Most frequent character per category

(unknown)

Value	Count	Frequency (%)
	79846	11.4%
s	79827	11.4%
q	79826	11.4%
t	75408	10.8%
f	75406	10.8%
0	72558	10.4%
1	70386	10.1%
5	33951	4.9%
2	20240	2.9%
3	19067	2.7%
Other values (23)	90958	13.0%

Most occurring scripts

Value	Count	Frequency (%)
(unknown)	697473	100.0%

Most frequent character per script

(unknown)

Value	Count	Frequency (%)
	79846	11.4%
s	79827	11.4%
q	79826	11.4%
t	75408	10.8%
f	75406	10.8%
0	72558	10.4%
1	70386	10.1%
5	33951	4.9%
2	20240	2.9%
3	19067	2.7%
Other values (23)	90958	13.0%

Most occurring blocks

Value	Count	Frequency (%)
(unknown)	697473	100.0%

Most frequent character per block

(unknown)

Value	Count	Frequency (%)
	79846	11.4%
s	79827	11.4%
q	79826	11.4%
t	75408	10.8%
f	75406	10.8%
0	72558	10.4%
1	70386	10.1%
5	33951	4.9%
2	20240	2.9%
3	19067	2.7%
Other values (23)	90958	13.0%

Dimensions
Unsupported

Missing Rejected Unsupported

Missing	187531
Missing (%)	100.0%
Memory size	1.4 MiB

Plot Area
Unsupported

Missing Rejected Unsupported

Missing	187531
Missing (%)	100.0%
Memory size	1.4 MiB

Interactions

Correlations

	Balcony	Bathroom	Furnishing	Index	Ownership	Price (in rupees)	Transaction	facing	overlooking
Balcony	1.000	0.286	0.151	0.125	0.142	0.014	0.055	0.155	0.114
Bathroom	0.286	1.000	0.113	0.136	0.110	0.000	0.104	0.091	0.138
Furnishing	0.151	0.113	1.000	0.147	0.075	0.000	0.142	0.229	0.111
Index	0.125	0.136	0.147	1.000	0.208	-0.167	0.143	0.223	0.201
Ownership	0.142	0.110	0.075	0.208	1.000	0.017	0.054	0.107	0.179
Price (in rupees)	0.014	0.000	0.000	-0.167	0.017	1.000	0.000	0.000	0.000
Transaction	0.055	0.104	0.142	0.143	0.054	0.000	1.000	0.076	0.155
facing	0.155	0.091	0.229	0.223	0.107	0.000	0.076	1.000	0.208
overlooking	0.114	0.138	0.111	0.201	0.179	0.000	0.155	0.208	1.000

Missing values

A simple visualization of nullity by column.

Nullity matrix is a data-dense display which lets you quickly visually pick out patterns in data completion.

The correlation heatmap measures nullity correlation: how strongly the presence or absence of one variable affects the presence of another.

Sample

	Index	Title	Description	Amount(in rupees)	Price (in rupees)	location	Carpet Area	Status	Floor	Transaction	Furnishing	facing	overlooking	Society	Bathroom	Balcony	Car Parking	Ownership	Super Area	Dimensions	Plot Area
0	0	1 BHK Ready to Occupy Flat for sale in Srushti Siddhi Mangal Murti Complex Bhiwandi	Bhiwandi, Thane has an attractive 1 BHK Flat for sale. The property is ideally located in a strategic location in Srushti Siddhi Mangal Murti Complex township. This flat for resale is a choice property. This apartment ready to move in the Bhiwandi is available for an attractive price of INR 42 Lac. You will find it unfurnished.	42 Lac	6000.0	thane	500 sqft	Ready to Move	10 out of 11	Resale	Unfurnished	NaN	NaN	Srushti Siddhi Mangal Murti Complex	1	2	NaN	NaN	NaN	NaN	NaN
1	1	2 BHK Ready to Occupy Flat for sale in Dosti Vihar Pokhran Road	One can find this stunning 2 BHK flat for sale in Pokhran Road, Thane. It enjoys an excellent location within the Dosti Vihar. This flat for resale is a choice property. This ready to move flat in Pokhran Road can be availed at a reasonable price of INR 98 Lac. This semi-furnished flat is strategically designed with all the amenities to enhance the living experience. The property is strategically placed near prominent places as near singhaniya school which make for the smooth living of residents.	98 Lac	13799.0	thane	473 sqft	Ready to Move	3 out of 22	Resale	Semi-Furnished	East	Garden/Park	Dosti Vihar	2	NaN	1 Open	Freehold	NaN	NaN	NaN
2	2	2 BHK Ready to Occupy Flat for sale in Sunrise by Kalpataru Kolshet Road	Up for immediate sale is a 2 BHK apartment in Kolshet Road, Thane. Don't miss this bargain flat for sale. Situated in the Sunrise By Kalpataru township, it has a prime location. This flat for resale has a desirable location. You can buy this ready to move flat in Kolshet Road at a reasonable price of INR 1.40 Cr. This unfurnished flat is strategically designed with all the amenities to enhance the living experience. Landmarks near the apartment include pokhran road no 2.	1.40 Cr	17500.0	thane	779 sqft	Ready to Move	10 out of 29	Resale	Unfurnished	East	Garden/Park	Sunrise by Kalpataru	2	NaN	1 Covered	Freehold	NaN	NaN	NaN
3	3	1 BHK Ready to Occupy Flat for sale Kasheli	This beautiful 1 BHK Flat is available for sale in Kasheli, Thane. This flat for resale has a desirable location. This ready to move flat is offered at an economical price of INR 25 Lac. You will find it unfurnished.	25 Lac	NaN	thane	530 sqft	Ready to Move	1 out of 3	Resale	Unfurnished	NaN	NaN	NaN	1	1	NaN	NaN	NaN	NaN	NaN
4	4	2 BHK Ready to Occupy Flat for sale in TenX Habitat Raymond Realty Pokhran Road	This lovely 2 BHK Flat in Pokhran Road, Thane is up for sale. This flat is situated in the Tenx Habitat Raymond Realty township and is equipped with premium facilities. This flat is an attractive property for resale. You can buy this ready to move flat in Pokhran Road at a reasonable price of INR 1.60 Cr. You will find it unfurnished. Some of the landmarks in the vicinity include pokhran road 2.	1.60 Cr	18824.0	thane	635 sqft	Ready to Move	20 out of 42	Resale	Unfurnished	West	Garden/Park, Main Road	TenX Habitat Raymond Realty	2	NaN	1 Covered	Co-operative Society	NaN	NaN	NaN
5	5	1 BHK Ready to Occupy Flat for sale in Virat Aangan Titwala	Creatively planned and constructed is a 1 BHK flat for sale in Titwala, Thane. It is housed in the well-planned Virat Aangan township in an advantageous location. This flat is available as a resale property. You can buy this ready to move flat in Titwala at a reasonable price of INR 45 Lac. The flat is uniquely designed to enhance the living style. It is unfurnished, studded with all the basic facilities.	45 Lac	6618.0	thane	NaN	Ready to Move	2 out of 7	Resale	Unfurnished	East	Garden/Park, Main Road	Virat Aangan	1	1	NaN	Co-operative Society	680 sqft	NaN	NaN
6	6	1 BHK Ready to Occupy Flat for sale Mumbra	This magnificent 1 BHK Flat is available for sale in Mumbra, Thane. This premium flat is available for resale at an unbelievable price, so, grab it before it's gone! Located in Mumbra, this ready to move apartment is sold at a fair selling price of INR 16.5 Lac. The spacious apartment is unfurnished.	16.5 Lac	2538.0	thane	550 sqft	Ready to Move	4 out of 5	Resale	Unfurnished	NaN	NaN	NaN	1	NaN	NaN	NaN	NaN	NaN	NaN
7	7	1 BHK Ready to Occupy Flat for sale Kalwa	Creatively planned and constructed is a 1 BHK flat for sale in Kalwa, Thane. This flat is an attractive property for resale. This ready to move flat located in Kalwa is available for purchase at a fair price of INR 60 Lac. This furnished flat is strategically designed with all the amenities to enhance the living experience.	60 Lac	10435.0	thane	NaN	Ready to Move	Ground out of 7	Resale	Furnished	NaN	NaN	NaN	1	NaN	NaN	NaN	575 sqft	NaN	NaN
8	8	1 BHK Ready to Occupy Flat for sale Kalwa	Discover this immaculate 1 BHK flat for sale at the pristine Kalwa in Thane. This apartment is a property of choice for resale. This ready to move flat is offered at an economical price of INR 60 Lac. This contemporary apartment is furnished. Some of the landmarks in the vicinity include the property is a 1 bhk flat located at manisha nagar heart of thane.::::centralized location near thane and new mumbai. near swimming pool,hotel, collage and school, market,hospital.	60 Lac	10000.0	thane	NaN	Ready to Move	Ground out of 2	Resale	Furnished	NaN	NaN	NaN	1	NaN	NaN	Co-operative Society	600 sqft	NaN	NaN
9	9	3 BHK Ready to Occupy Flat for sale in Pride Palms Kolshet	One can find this stunning 3 BHK flat for sale in Kolshet, Thane. Ideally situated in the Pride Palms township it enjoys a prime location. This flat for resale is the perfect property for you! This ready to move flat located in Kolshet is available for purchase at a fair price of INR 1.60 Cr. The spacious apartment is unfurnished. This 3 BHK flat boasts of being in close proximity to significant landmarks like kalpataru that enhance the overall living experience.	1.60 Cr	11150.0	thane	900 sqft	Ready to Move	3 out of 27	Resale	Unfurnished	East	Garden/Park	Pride Palms	3	1	1 Covered	Freehold	NaN	NaN	NaN

	Index	Title	Description	Amount(in rupees)	Price (in rupees)	location	Carpet Area	Status	Floor	Transaction	Furnishing	facing	overlooking	Society	Bathroom	Balcony	Car Parking	Ownership	Super Area	Dimensions	Plot Area
187521	187521	4 BHK Ready to Occupy Flat for sale Nagla Road	Nagla Road, Zirakpur has an appealing 4 BHK flat for sale with various amenities. This flat all equipped with required facilities, is up for resale. This ready to move flat in Nagla Road comes at an affordable price of INR 1.18 Cr. It is unfurnished to accommodate your needs.	1.18 Cr	5816.0	zirakpur	NaN	Ready to Move	2 out of 11	Resale	Unfurnished	NaN	Garden/Park, Main Road	NaN	4	4	NaN	Freehold	2029 sqft	NaN	NaN
187522	187522	3 BHK Ready to Occupy Flat for sale in GHB Splande Patiala Road	Up for immediate sale is a 3 BHK apartment in Patiala Road, Zirakpur. Don't miss this bargain flat for sale. It enjoys an excellent location within the Ghb Splande. This flat all equipped with required facilities, is up for resale. This ready to move flat in Patiala Road can be taken at a very economical pricing of INR 80 Lac. The flat is semi-furnished and makes for an ideal choice for any family. This 3 BHK flat boasts of being in close proximity to significant landmarks like chimney gardens that enhance the overall living experience.	80 Lac	4040.0	zirakpur	1200 sqft	Ready to Move	3 out of 3	Resale	Semi-Furnished	East	Garden/Park	GHB Splande	3	3	NaN	Freehold	NaN	NaN	NaN
187523	187523	5 BHK Ready to Occupy Flat for sale in Orvis Grand ZIRAKPUR	This magnificent 5 BHK Flat is available for sale in ZIRAKPUR, Zirakpur. It is in a prime location within the Orvis Grand. This apartment is a property of choice for resale. This ready to move flat in ZIRAKPUR can be availed at a reasonable price of INR 1.19 Cr. This contemporary apartment is semi-furnished. old ambala kalka highway nearby delhi public bird school , zirakpur are some major landmarks near the apartment.	1.19 Cr	4547.0	zirakpur	1705 sqft	Ready to Move	5 out of 10	Resale	Semi-Furnished	North - East	Garden/Park, Pool, Main Road	Orvis Grand	5	3	1 Covered	Freehold	NaN	NaN	NaN
187524	187524	3 BHK Ready to Occupy Flat for sale in Sushma Joynest MOH 1 Airport Road	One can find this stunning 3 BHK flat for sale in Airport Road, Zirakpur. Well-tucked in the Sushma Joynest Moh 1 township, the property is easily accessible. Your search ends here, because this flat for resale is among the best bargains in town. Available at a reasonable selling price of INR 69.6 Lac, this ready to move apartment in Airport Road is a great buy. The spacious apartment is semi-furnished. Some nearby landmarks are pr7 airport road, zirakpur.	69.6 Lac	5135.0	zirakpur	895 sqft	Ready to Move	5 out of 8	Resale	Semi-Furnished	North - East	Garden/Park, Pool, Main Road	Sushma Joynest MOH 1	3	2	1 Covered	Freehold	NaN	NaN	NaN
187525	187525	3 BHK Ready to Occupy Flat for sale in Peer Muchalla Apartments RWF Peer Muchalla	Have a look at this immaculate 3 BHK flat for sale in Peer Muchalla, Zirakpur. Located in the Peer Muchalla Apartments Rwf township, the flat enjoys access to the prime spots in the city. This is a desirable apartment for sale. This ready to move flat located in Peer Muchalla is available for purchase at a fair price of INR 44.9 Lac. The flat is uniquely designed to enhance the living style. It is unfurnished, studded with all the basic facilities. near buali sahib gurudwara are some of the well-known landmarks in this locality.	44.9 Lac	3904.0	zirakpur	1050 sqft	Ready to Move	1 out of 3	New Property	Unfurnished	North - East	Garden/Park, Main Road	Peer Muchalla Apartments RWF	3	2	NaN	Freehold	NaN	NaN	NaN
187526	187526	3 BHK Ready to Occupy Flat for sale in Bollywood Esencia Gazipur	This magnificent 3 BHK Flat is available for sale in Gazipur, Zirakpur. Located in the Bollywood Esencia township, the flat enjoys access to the prime spots in the city. This flat for sale is the perfect property for you! This ready to move flat in Gazipur can be taken at a very economical pricing of INR 63 Lac. Available in semi-furnished state, this flat is a great buy. Prominent landmarks in and around this locality are this property is located on gazipur road near nh, zirakpur.	63 Lac	3225.0	zirakpur	NaN	Ready to Move	2 out of 4	New Property	Semi-Furnished	East	Garden/Park	Bollywood Esencia	3	3	1 Covered	Freehold	1953 sqft	NaN	NaN
187527	187527	3 BHK Ready to Occupy Flat for sale in Sushma Urban Views ZIRAKPUR	Have a look at this immaculate 3 BHK flat for sale in ZIRAKPUR, Zirakpur. It is based at Sushma Urban Views complex, that occupies a prominent place in the locality. This apartment is a property of choice for resale. Available at a reasonable selling price of INR 55 Lac, this ready to move apartment in ZIRAKPUR is a great buy. This immaculate flat boasts of coming in unfurnished form which takes the entire deal to the next level.	55 Lac	3274.0	zirakpur	NaN	Ready to Move	4 out of 6	Resale	Unfurnished	North - East	Garden/Park, Main Road	Sushma Urban Views	3	NaN	1 Covered	NaN	1680 sqft	NaN	NaN
187528	187528	3 BHK Ready to Occupy Flat for sale in Bollywood Esencia Gazipur	Gazipur, Zirakpur has an appealing 3 BHK flat for sale with various amenities. This flat is placed in a marvellous location within the Bollywood Esencia complex. This flat is available as a resale property. This ready to move flat in Gazipur can be availed at a reasonable price of INR 76 Lac. This flat is an ideal choice because it is an furnished apartment with all basic amenities. Significant landmarks in its proximity are this property is available on gajipur road..	76 Lac	4343.0	zirakpur	1250 sqft	Ready to Move	1 out of 3	Resale	Furnished	East	Garden/Park, Main Road	Bollywood Esencia	3	2	1 Covered,	Freehold	NaN	NaN	NaN
187529	187529	2 BHK Ready to Occupy Flat for sale in Friends Enclave Kishanpura	Up for immediate sale is a 2 BHK apartment in Kishanpura, Zirakpur. Don't miss this bargain flat for sale. This flat is placed in a marvellous location within the Friends Enclave complex. This premium flat is available for resale at an unbelievable price, so, grab it before it's gone! This ready to move flat in Kishanpura comes at an affordable price of INR 30 Lac. This premium semi-furnished flat spells quality and comfort at a competitive price.	30 Lac	4231.0	zirakpur	NaN	Ready to Move	2 out of 2	Resale	Semi-Furnished	NaN	Main Road	Friends Enclave	2	NaN	NaN	NaN	709 sqft	NaN	NaN
187530	187530	3 BHK Ready to Occupy Flat for sale in Affinity Greens Airport Road	This exquisite 3 BHK Flat is offered for sale in Airport Road, Zirakpur. This flat is situated within the renown township of Affinity Greens. This flat for resale is a choice property. This ready to move flat in Airport Road comes at an affordable price of INR 1.18 Cr. The flat is semi-furnished and is suitable for any family size. this property is located on airport road, zirakpur are some major landmarks near the apartment.	1.18 Cr	6162.0	zirakpur	NaN	Ready to Move	5 out of 13	Resale	Semi-Furnished	North - East	Garden/Park, Pool	Affinity Greens	4	4	1 Covered	Freehold	1915 sqft	NaN	NaN

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